These real alarm data are transformed to the standard data format for mining after preprocessing, denoising and filtering sensitive information.

这些真实数据经过预处理，去除噪声和敏感信息后，被转换为可进行直接挖掘的标准数据格式。

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SAML defines a standard format to deliver authentication, authorization, and attribute data in a distributed environment.

SAML 定义了一种在分布式环境中传递验证、授权和属性数据标准格式。

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It then needs to collect and process the data, filtering it and normalizing it into a standard format, then manage the communications and submit the event to the server.

它随后需要收集和处理数据，对数据进行过滤并规范化为一种标准格式，然后管理通信并把事件提交给服务器。

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The lack of data sets received on a regular basis, the lack of an industry standard format for data set composition, and the composition of data sets that were unformatted or too large for computers to process without crashing.

FORBES: J.P. Morgan Did Not Learn Any Lessons From 2008

Built with a focus on high quality audio and video reproduction, with a compatible TV, the new line offers pristine 3D video via the latest HDMI standard, 1.4a, allowing for passage of the high data transfer rate required by the Blu-ray 3D format.

ENGADGET: Pioneer's 3D Blu-ray compatible, Netflix streaming player triumvirate now shipping